Technical Guides & References
Open knowledge from our engineering team. Architecture guides, code patterns, infrastructure templates, and security playbooks.
AI Automation
Guides for building automation workflows with n8n, deploying AI bots, and managing ML pipelines.
Getting Started with n8n Automation
Setup, configuration, and your first production workflow.
Building Custom AI Bots
Architecture patterns for conversational AI with LangChain and GPT-4.
ML Pipeline Best Practices
Data ingestion, feature engineering, model training, and deployment.
Automation Testing Guide
How to test and monitor automated workflows in production.
Software Development
Engineering standards, code patterns, and architecture guides used across Vithon projects.
Next.js Architecture Guide
Project structure, routing patterns, and server component strategies.
TypeScript Best Practices
Type safety patterns, generic utilities, and error handling standards.
API Design Guide
RESTful API conventions, versioning, authentication, and error responses.
Database Schema Design
PostgreSQL patterns, indexing strategies, and migration workflows.
Cloud & DevOps
Infrastructure-as-code templates, CI/CD pipelines, and cloud optimization playbooks.
AWS Cost Optimization Playbook
Right-sizing, reserved instances, spot fleets, and FinOps practices.
Terraform Module Library
Reusable IaC modules for common AWS and GCP infrastructure patterns.
Kubernetes Deployment Guide
Cluster setup, Helm charts, monitoring, and scaling strategies.
CI/CD Pipeline Templates
GitHub Actions and GitLab CI templates for common deployment workflows.
Security
Zero-trust implementation guides, compliance checklists, and security testing procedures.
Zero-Trust Implementation Guide
Network segmentation, identity verification, and least-privilege access.
SOC 2 Compliance Checklist
Step-by-step preparation guide for SOC 2 Type II certification.
Penetration Testing Methodology
Our approach to web app, API, and infrastructure security testing.
Incident Response Playbook
Detection, containment, eradication, and recovery procedures.
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